| Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images | Dec 9, 2021 | Computed Tomography (CT)Prognosis | —Unverified | 0 |
| Learning to Generate Visual Questions with Noisy Supervision | Dec 1, 2021 | Question GenerationQuestion-Generation | CodeCode Available | 0 |
| Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation | Dec 1, 2021 | Domain AdaptationUnsupervised Domain Adaptation | —Unverified | 0 |
| Weakly-supervised Generative Adversarial Networks for medical image classification | Nov 29, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 |
| Ice hockey player identification via transformers and weakly supervised learning | Nov 22, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Weakly Supervised Prototype Topic Model with Discriminative Seed Words: Modifying the Category Prior by Self-exploring Supervised Signals | Nov 20, 2021 | text-classificationText Classification | —Unverified | 0 |
| A Histopathology Study Comparing Contrastive Semi-Supervised and Fully Supervised Learning | Nov 10, 2021 | Active LearningSelf-Supervised Learning | —Unverified | 0 |
| Nested Multiple Instance Learning with Attention Mechanisms | Nov 1, 2021 | Multiple Instance LearningTime Series Analysis | CodeCode Available | 0 |
| What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level Impacts | Oct 31, 2021 | ChatbotWeakly-supervised Learning | —Unverified | 0 |
| From Face to Gait: Weakly-Supervised Learning of Gender Information from Walking Patterns | Oct 31, 2021 | Weakly-supervised Learning | —Unverified | 0 |
| Instance-Dependent Partial Label Learning | Oct 25, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation | Oct 8, 2021 | Graph Neural NetworkSegmentation | —Unverified | 0 |
| Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions | Oct 7, 2021 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| A New Weakly Supervised Learning Approach for Real-time Iron Ore Feed Load Estimation | Oct 6, 2021 | Weakly-supervised Learning | —Unverified | 0 |
| Weak Novel Categories without Tears: A Survey on Weak-Shot Learning | Oct 6, 2021 | Few-Shot Learningimage-classification | CodeCode Available | 1 |
| Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification | Oct 2, 2021 | ClassificationMultiple Instance Learning | —Unverified | 0 |
| Weakly-Supervised Learning of Disentangled and Interpretable Skills for Hierarchical Reinforcement Learning | Sep 29, 2021 | DecoderHierarchical Reinforcement Learning | —Unverified | 0 |
| Weakly Supervised Keypoint Discovery | Sep 28, 2021 | Conditional Image GenerationImage Generation | —Unverified | 0 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Self-Training with Differentiable Teacher | Sep 15, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation | Sep 9, 2021 | DecoderDialogue Generation | CodeCode Available | 1 |
| To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection | Sep 4, 2021 | object-detectionObject Detection | —Unverified | 0 |
| WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding | Aug 28, 2021 | Natural Language UnderstandingWeakly-supervised Learning | —Unverified | 0 |
